Evidence map›Paper›PMID 40695958›Full record

ArticleScientific reports2025

Delineating Cambodian cities and assessing their sustainable growth with the inclusive wealth index.

Thierry Yerema Coulibaly, Shunsuke Managi

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Thierry Yerema CoulibalyDepartments of Civil Engineering, Kyushu University, 744 Motooka, Nishi-Ku, Fukuoka, 819-0395, Japan.ORCID http://orcid.org/0000-0003-4373-4998
Shunsuke ManagiDepartments of Civil Engineering, Kyushu University, 744 Motooka, Nishi-Ku, Fukuoka, 819-0395, Japan. managi@doc.kyushu-u.ac.jp.ORCID http://orcid.org/0000-0001-7883-1427

Funding

Ministry of Education, Culture, Sports, Science and Technology 20H00648Ministry of the Environment, Government of Japan 1-2001Research Institute for Humanity and Nature 14200138United Nations Human Settlements Programme SSAOC23-002
6 · The paper itself

Abstract

Cambodia is experiencing rapid urbanization, posing significant risks to its natural capital (NC) and long-term sustainability. The absence of robust estimates quantifying the environmental costs of urban expansion has perpetuated this challenge. Here, we present an integrated approach to evaluate the sustainability of urban growth in Cambodia by (1) delineating the boundaries of major cities, (2) assessing urban expansion dynamics, and (3) quantifying the associated depletion of NC from 2010 to 2020. Using Landsat imagery at 30 m resolution and machine learning techniques, we identified clusters of built-up areas to map urban growth. By employing the UN Inclusive Wealth Index framework, we estimate the economic cost of NC depletion, providing insights into the sustainability of urban development. Results reveal that, while urban expansion has maintained positive inclusive wealth growth, NC density has declined by an average of 3% between 2010 and 2020. Projections using a cellular automata model suggest that, if current trends continue, urban expansion could place over USD 56 million worth of ecosystems at risk of depletion by 2030. These findings underscore the need for targeted investments and protective measures to safeguard NC and ensure sustainable urban growth.

Indexed as

CambodiaInclusive wealth indexNatural capitalRemote sensingUrban expansion

Identifiers

PMID40695958
PMCPMC12284270

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.